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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Geophysical Research Letters
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,724 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,724 works in the cohort · of 4,299,418page 4 of 55

Labels cover 2 of 2,724 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 2,724 of 2,724 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Recent primary production increases in arctic lakes
Neal Michelutti, Alexander P. Wolfe, Rolf D. Vinebrooke, Benoît Rivard, Jason P. Briner
2005· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
188
citations
afffundaboutunlabeled
Recent volume loss of British Columbian glaciers, Canada
Erik Schiefer, Brian Menounos, Roger Wheate
2007· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
179
citations
affunlabeled
Are ocean deserts getting larger?
Andrew J. Irwin, Matthew J. Oliver
2009· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
165
citations
aboutno affunlabeled
Global imaging of polar cap patches with dual airglow imagers
Keisuke Hosokawa, S. Taguchi, K. Shiokawa, Yuichi Otsuka, Yasunobu Ogawa, M. J. Nicolls
2013· article· en· Geophysical Research Letters· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
165
citations
affunlabeled
Internal waves across the Pacific
Matthew H. Alford, Jennifer MacKinnon, Zhongxiang Zhao, R. Pinkel, Jody Klymak, Thomas Peacock
2007· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
164
citations
affaboutunlabeled
Halocline structure in the Canada Basin of the Arctic Ocean
Koji Shimada, Motoyo Itoh, Shigeto Nishino, F. A. McLaughlin, Eddy C. Carmack, Andrey Proshutinsky
2005· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
163
citations
afffundunlabeled
Hydraulic fracture energy budget: Insights from the laboratory
Sebastian D. Goodfellow, M. H. B. Nasseri, S. C. Maxwell, R. P. Young
2015· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
159
citations

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